Plugged it straight into our outreach tooling. Bounce rate stayed under 4% on a 1,000-contact email send. Bought it for Australia's specialty retail store segment specifically. Recommended.
Worked for what we needed. Categorisation was granular enough to segment by sub-vertical without regex. Workable, the LinkedIn coverage could be better.
Tried three vendors before this. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it for a Australia specialty retail store market-sizing project. Wished a few smaller towns had been included.